Comparison of predictions - multiple models

1 Gaussian response

1.1 Low imbalance

1.1.1 Residuals

1.1.2 PPC: performance metrics

1.1.3 PPC: performance differences vs. EGP

1.2 High imbalance

1.2.1 Residuals

1.2.2 PPC: performance metrics

1.2.3 PPC: performance differences vs. EGP

2 Tweedie response

2.1 Low imbalance

2.1.1 Residuals

2.1.2 PPC: performance metrics

2.1.3 PPC: performance differences vs. EGP

2.2 High imbalance

2.2.1 Residuals

2.2.2 PPC: performance metrics

2.2.3 PPC: performance differences vs. EGP

3 Binary response

3.1 Low imbalance

3.1.1 Residuals

3.1.2 PPC: performance metrics

3.1.3 PPC: performance differences vs. EGP

3.2 High imbalance

3.2.1 Residuals

3.2.2 PPC: performance metrics

3.2.3 PPC: performance differences vs. EGP